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Journal Articles
- 2024
[j11]Gabriel Cirac Mendes Souza
, Jeanfranco Farfan, Guilherme Daniel Avansi, Denis José Schiozer, Anderson Rocha:
Cross-Domain Feature learning and data augmentation for few-shot proxy development in oil industry. Appl. Soft Comput. 149(Part A): 110972 (2024)- [j10]Jeanfranco Farfan, Gabriel Cirac Mendes Souza, Guilherme Daniel Avansi, Célio Maschio, Denis José Schiozer, Anderson Rocha:
End-to-end dimensionality reduction and regression from 3D geological uncertainties to estimate oil reservoir simulations. Appl. Soft Comput. 162: 111799 (2024) - [j9]Pedro Ribeiro Mendes, Soroor Salavati, Oscar Linares, Maiara Moreira Gonçalves, Marcelo Ferreira Zampieri, Vitor Hugo de Sousa Ferreira, Manuel Castro, Rafael de Oliveira Werneck, Renato Moura, Elayne Morais, Ahmed Esmin, Leopoldo Lusquino, Denis José Schiozer, Alexandre Ferreira, Alessandra Davólio, Anderson Rocha:
Rock-type classification: A (critical) machine-learning perspective. Comput. Geosci. 193: 105730 (2024) - [j8]Gabriel Cirac Mendes Souza, Guilherme Daniel Avansi, Jeanfranco Farfan, Denis José Schiozer, Anderson Rocha:
Few-shot learning and modeling of 3D reservoir properties for predicting oil reservoir production. Neural Comput. Appl. 36(23): 14527-14541 (2024) - 2023
- [j7]Gabriel Cirac Mendes Souza, Jeanfranco Farfan, Guilherme Daniel Avansi, Denis José Schiozer, Anderson Rocha:
Deep hierarchical distillation proxy-oil modeling for heterogeneous carbonate reservoirs. Eng. Appl. Artif. Intell. 126: 107076 (2023) - 2022
- [j6]Klaus Rollmann, Aurea Soriano-Vargas, Forlan Almeida, Alessandra Davolio, Denis José Schiozer, Anderson Rocha:
Convolutional Neural Network Formulation to Compare 4-D Seismic and Reservoir Simulation Models. IEEE Trans. Syst. Man Cybern. Syst. 52(5): 3052-3065 (2022) - 2020
- [j5]Cristina C. B. Cavalcante, Célio Maschio, Denis J. Schiozer, Anderson Rocha:
A stochastic learning-from-data approach to the history-matching problem. Eng. Appl. Artif. Intell. 94: 103767 (2020) - [j4]Aurea Soriano-Vargas, Klaus Rollmann, Forlan Almeida, Alessandra Davolio, Bernd Hamann, Denis J. Schiozer, Anderson Rocha:
A synthetic case study of measuring the misfit between 4D seismic data and numerical reservoir simulation models through the Momenta Tree. Comput. Geosci. 145: 104617 (2020) - 2019
- [j3]Cristina C. B. Cavalcante, Célio Maschio, Antonio Alberto S. Santos, Denis J. Schiozer, Anderson Rocha:
A continuous learning algorithm for history matching. Eng. Appl. Artif. Intell. 85: 543-568 (2019) - 2016
- [j2]Luis A. A. Meira, Guilherme Palermo Coelho, Antonio Alberto S. Santos, Denis J. Schiozer:
Selection of Representative Models for Decision Analysis Under Uncertainty. Comput. Geosci. 88: 67-82 (2016) - 2006
- [j1]Cláudio G. S. Cardoso, Maria Cristina Cunha, Anamaria Gomide, Denis J. Schiozer, Jorge Stolfi:
Finite Elements on Dyadic Grids with Applications. Math. Comput. Simul. 73(1-4): 87-104 (2006)
Conference and Workshop Papers
- 2019
- [c6]Pedro Alan T. Ramos, Júlio Cesar dos Reis, Antonio Alberto de Souza dos Santos, Denis José Schiozer:
Participatory Design of System Messages in Petroleum Fields Management Software. HCI (3) 2019: 459-475 - [c5]Eliane Zambon Victorelli, Júlio Cesar dos Reis, Antonio Alberto de Souza dos Santos, Denis José Schiozer:
A Design Process Integrating Human-Data Interaction Guidelines and Semio-Participatory Design. ICEIS (Revised Selected Papers) 2019: 334-360 - [c4]Eliane Zambon Victorelli, Júlio Cesar dos Reis, Antonio Alberto S. Santos, Denis J. Schiozer:
Design Process for Human-Data Interaction: Combining Guidelines with Semio-participatory Techniques. ICEIS (2) 2019: 410-421 - [c3]João Roberto Bertini Junior, Mei Abe Funcia, Antonio Alberto S. Santos, Denis J. Schiozer:
A comparison of machine learning algorithms as surrogate model for net present value prediction from wells arrangement data. IJCNN 2019: 1-8 - [c2]Eliane Zambon Victorelli, Júlio Cesar dos Reis, Antonio Alberto de Souza dos Santos, Denis José Schiozer:
Participatory Evaluation of Human-Data Interaction Design Guidelines. INTERACT (1) 2019: 475-494 - 2018
- [c1]Romulo M. S. Souza, Guilherme Palermo Coelho, Antonio Alberto S. Santos, Denis J. Schiozer:
Search Operators for Genetic Algorithms Applied to Well Positioning in Oil Fields. BRACIS 2018: 498-503
Coauthor Index
aka: Antonio Alberto de Souza dos Santos
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